289 citations · 656 across the 17 of their papers we have counts for
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cs.CV2017★ 116 cited
The Robust Manifold Defense: Adversarial Training using Generative Models
Ajil Jalal, Andrew Ilyas, Constantinos Daskalakis +1
We propose a new type of attack for finding adversarial examples for image classifiers. Our method exploits spanners, i.e. deep neural networks whose input space is low-dimensional…
stat.ML2017★ 289 cited
Compressed Sensing using Generative Models
Ashish Bora, Ajil Jalal, Eric Price +1
The goal of compressed sensing is to estimate a vector from an underdetermined system of noisy linear measurements, by making use of prior knowledge on the structure of vectors in…